Devox Software vs Ciklum: full comparison for 2026
Last updated: July 2026
Quick verdict
Devox Software (3.7/5) edges ahead of Ciklum (3.6/5) overall. Devox Software is the better choice for eU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention. Ciklum is the stronger option for global enterprises seeking AI features embedded in large-scale digital product programmes with Experience Engineering focus. The right choice depends on your project size, budget, and required tech stack.
Devox Software vs Ciklum: head-to-head summary
| Criterion | Devox Software | Ciklum |
|---|---|---|
| Founded | 2014 | 2002 |
| HQ | Kyiv, Ukraine / Kraków, Poland | London, UK |
| Team size | 100–200 | 4,000+ |
| Rating | 3.7 / 5 | 3.6 / 5 |
| Best for | EU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention | Global enterprises seeking AI features embedded in large-scale digital product programmes with Experience Engineering focus |
| Pricing model | Fixed project, T&M, dedicated team | Dedicated team, T&M |
| Min. engagement | $15K | $100K |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, LangChain, OpenAI API |
| Industries served | Fintech, Retail, E-commerce, Healthcare, Logistics | Fintech, Healthcare, E-commerce, SaaS, Logistics |
Devox Software vs Ciklum: overview
Devox Software
Devox Software is an IT outsourcing services provider headquartered in Ukraine with offices in Poland and Romania, offering AI-driven legacy modernisation, cloud application development, and machine learning solutions. The firm employs 100+ qualified experts and reports 82% of clients working with them for over two years, with 90% of customers located in the EU, UK, or USA. Devox develops Python machine learning solutions using PyCaret, Matplotlib, TensorFlow, and PyTorch, with a primary focus on finance and retail-oriented ML applications.
Ciklum
Ciklum is a global Experience Engineering firm headquartered in London, UK, founded in 2002, with 4,000+ employees serving 250+ global enterprise clients. The company acquired GoSolve Group in 2025, adding cloud-native development and high-performance computing capability. Ciklum's AI services include generative AI development, ML integration into digital products, and AI-powered SDLC acceleration. The firm delivers next-generation product engineering and AI-powered customer experiences for large enterprises and digital disruptors.
Services and capabilities: Devox Software vs Ciklum
| Capability | Devox Software | Ciklum |
|---|---|---|
| Custom ML development | ✓ | ✓ |
| Computer vision | ✗ | ✗ |
| NLP & text analytics | ✓ | ✓ |
| MLOps & deployment | ✗ | ✓ |
| Generative AI | ✗ | ✓ |
| ML consulting & strategy | ✓ | ✗ |
| Staff augmentation | ✗ | ✗ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Devox Software vs Ciklum
| Framework / platform | Devox Software | Ciklum |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | ✓ | N/A |
| TensorFlow | ✓ | N/A |
| Scikit-learn | ✓ | N/A |
| AWS SageMaker | N/A | N/A |
| MLflow | N/A | ✓ |
| Hugging Face | N/A | N/A |
| LangChain | N/A | ✓ |
| Docker/Kubernetes | N/A | N/A |
| Databricks | N/A | ✓ |
Pricing comparison: Devox Software vs Ciklum
| Criterion | Devox Software | Ciklum |
|---|---|---|
| Minimum engagement | $15K | $100K |
| Engagement models | Fixed project, Time & materials, Dedicated team | Dedicated team, Time & materials, Consulting retainer |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: Devox Software vs Ciklum
| Dimension | Devox Software | Ciklum |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Fintech, Retail, E-commerce | Fintech, Healthcare, E-commerce |
| Best use cases | Financial risk scoring models for lenders and credit providers, Retail demand forecasting and inventory optimisation ML | Generative AI features integrated into large enterprise digital products, ML-powered personalisation for consumer-facing applications at scale |
| Typical project type | Fixed project | Dedicated team |
Devox Software vs Ciklum: pros and cons
| Devox Software | |
|---|---|
| + | Strong 82% long-term client retention rate demonstrates delivery satisfaction |
| + | Python-native ML focus with documented framework coverage including PyCaret |
| + | $15K minimum engagement accessible for earlier-stage project initiation |
| + | Finance and retail ML specialisation with practical industry use case depth |
| + | Eastern European rates with EU/UK/US-facing delivery capability |
| - | Ukraine/Poland primary delivery requires business continuity assessment for critical programmes |
| - | Team of 100+ limits simultaneous capacity for very large multi-stream ML programmes |
| - | Less extensive public portfolio compared to larger competitors |
| Ciklum | |
|---|---|
| + | 4,000+ employees serving 250+ enterprises demonstrates delivery scale and breadth |
| + | Generative AI services alongside traditional ML within product engineering |
| + | GoSolve acquisition (2025) adds cloud-native and high-performance computing depth |
| + | London HQ provides EU and UK enterprise relationship management |
| + | Experience Engineering focus connects ML outcomes to user-facing product features |
| - | $100K minimum engagement limits access for smaller and mid-market companies |
| - | AI is part of a broader service offering — not an ML-first or AI-specialist firm |
| - | Less publicly documented in pure ML model research than boutique ML competitors |
Who should choose Devox Software?
Devox Software is the right choice for eU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention.
High client retention rate (82% long-term partnerships) with Python-native ML focus for finance and retail use cases. Minimum engagement starts at $15K. Works best with clients in Fintech, Retail, E-commerce, Healthcare, Logistics.
Who should choose Ciklum?
Ciklum is the right choice for global enterprises seeking AI features embedded in large-scale digital product programmes with Experience Engineering focus.
4,000-person Experience Engineering firm with 250+ enterprise clients and generative AI delivery integrated into large product programmes. Minimum engagement starts at $100K. Works best with clients in Fintech, Healthcare, E-commerce, SaaS, Logistics.
Decision matrix: Devox Software vs Ciklum
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Devox Software |
| You need a large dedicated team for an ongoing programme | Devox Software |
| Your budget is at the lower end | Devox Software |
| You need specialist depth in a specific vertical | Devox Software |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Devox Software |
Use case fit: Devox Software vs Ciklum
| Use case | Devox Software fit | Ciklum fit | Winner |
|---|---|---|---|
| Financial risk scoring models for lenders and credit providers | Strong | Limited | Devox Software |
| Retail demand forecasting and inventory optimisation ML | Strong | Limited | Devox Software |
| Generative AI features integrated into large enterprise digital products | Limited | Strong | Ciklum |
| ML-powered personalisation for consumer-facing applications at scale | Limited | Strong | Ciklum |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Devox Software vs Ciklum
Devox Software (3.7/5) is the stronger overall choice for most Machine Learning Development projects. High client retention rate (82% long-term partnerships) with Python-native ML focus for finance and retail use cases. It is best for eU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention.
Ciklum (3.6/5) is the better choice when global enterprises seeking AI features embedded in large-scale digital product programmes with Experience Engineering focus. If your situation matches those criteria, Ciklum is a competitive option.
Related comparisons
Devox Software vs Ciklum FAQ
Is Devox Software better than Ciklum?
Devox Software (3.7/5) scores higher overall, but "better" depends on your use case. Devox Software is better for eU, UK, and US clients needing cost-efficient Python ML development for finance and retail applications with strong client retention. Ciklum is better for global enterprises seeking AI features embedded in large-scale digital product programmes with Experience Engineering focus.
How do Devox Software and Ciklum differ in pricing?
Devox Software uses fixed project, t&m, dedicated team pricing with a minimum engagement of $15K. Ciklum uses dedicated team, t&m pricing with a minimum engagement of $100K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Devox Software or Ciklum?
Devox Software is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.
What are the main differences between Devox Software and Ciklum?
Devox Software's primary differentiator is: high client retention rate (82% long-term partnerships) with python-native ml focus for finance and retail use cases. Ciklum's primary differentiator is: 4,000-person experience engineering firm with 250+ enterprise clients and generative ai delivery integrated into large product programmes. They also differ in team size (100–200 vs 4,000+), minimum engagement ($15K vs $100K), and primary industries served (Fintech, Retail vs Fintech, Healthcare).
Last reviewed: July 2026. Verify all details directly with each company before making a decision.